Mind Palace MCP Server

Example Use Cases

• 1

  Perform semantic search over a team-maintained Markdown knowledge base to retrieve relevant documentation and notes.

• 2

  Propose or suggest structured new knowledge entries or edits while supporting a human-in-the-loop verification workflow.

• 3

  An MCP-compatible local or Docker-hosted knowledge service to integrate with agent frameworks (e.g., pydantic-ai) and MCP Inspector for testing.

Description

Mind Palace is an MCP-compliant server that turns a directory of human-readable Markdown files (with YAML frontmatter) into a persistent, semantically searchable knowledge base using ChromaDB embeddings. It exposes MCP resources and tools for searching, retrieving, proposing, and suggesting updates to knowledge entries, and includes guided workflows for LLM-driven knowledge management with human-in-the-loop verification. The server can run locally (stdio) or as an SSE service (Docker), and integrates with MCP clients and agent libraries for automated use.